UAI 2021poster2 citations
Statistical mechanical analysis of neural network pruning
Rupam Acharyya, Ankani Chattoraj, Boyu Zhang, Shouman Das, Daniel Štefankovič
Abstract
Deep learning architectures with a huge number of parameters are often compressed using
BibTeX
@InProceedings{pmlr-v161-acharyya21a,
title = {Statistical mechanical analysis of neural network pruning},
author = {Acharyya, Rupam and Chattoraj, Ankani and Zhang, Boyu and Das, Shouman and \v{S}tefankovi\v{c}, Daniel},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence},
pages = {1988--1997},
year = {2021},
editor = {de Campos, Cassio and Maathuis, Marloes H.},
volume = {161},
series = {Proceedings of Machine Learning Research},
month = {27--30 Jul},
publisher = {PMLR},
pdf = {https://proceedings.mlr.press/v161/acharyya21a/acharyya21a.pdf},
url = {https://proceedings.mlr.press/v161/acharyya21a.html},
abstract = {Deep learning architectures with a huge number of parameters are often compressed using